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Journal receives papers in continuous flow and we will consider articles from a wide range of Information Technology disciplines encompassing the most basic research to the most innovative technologies. Please submit your papers electronically to our submission system at http://jatit.org/submit_paper.php in an MSWord, Pdf or compatible format so that they may be evaluated for publication in the upcoming issue. This journal uses a blinded review process; please remember to include all your personal identifiable information in the manuscript before submitting it for review, we will edit the necessary information at our side. Submissions to JATIT should be full research / review papers (properly indicated below main title).

Journal of Theoretical and Applied Information Technology
November 2014 | Vol. 69 No.2

Title:	DESIGN OF EFFICIENT CACHING ALGORITHMS FOR PEER TO PEER NETWORKS TO REDUCE TRAFFIC IN INTERNET
Author:	S.SIVAKUMAR, Dr.S.ANBU
Abstract:	Peer-to-peer (P2P) file sharing systems generate a major portion of the Internet traffic, and this portion is expected to increase in the future. We explore the potential of deploying proxy caches in different autonomous systems with the goal of reducing the cost incurred by Internet service providers and alleviating the load on the Internet backbone. P2P traffic is more complex than caching other internet traffic and needs several new algorithms and storage systems. The paper presents the design and evaluation of a entire, running, proxy cache for P2P traffic, referred to as PrCache. PrCache transparently intercepts and serves traffic from different P2P systems. A replacement storage system is projected and enforced in PrCache. Storage system is optimized for storing P2P traffic, and shown to outperform other storage systems. A new algorithm to infer the information required to store and serve P2P traffic by the cache is proposed. Extensive experiments to evaluate all aspects of PrCache using actual implementation and real P2P traffic are presented. Based on the analysis, proposed a new algorithm, called Optimized Least Grade Replacement (OLGR), takes recency, frequency, perfect-history, and document size under consideration for Web cache optimization.
Keywords:	Caching, LRU,LFU,Traffic,P2P,Network,Security
Source:	Journal of Theoretical and Applied Information Technology 20^th November 2014 -- Vol. 69. No. 2 -- 2014
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Title:	IMPACT OF NODE MOVEMENT USING DYMO PROTOCOLIN DIFFERENT LANDSCAPE TITLE
Author:	A. BOOMARANIMALANY RM. CHANDRASEKARAN
Abstract:	Manet is an anthology of mobile nodes with moving sense and can communicate to each other with wireless links without any infrastructure or centralized administration. Manet has to face many challenges in various aspects; one of the further most challenges is terrain size and node placement. In this paper some of the node placement types are analyzed and evaluated their performance. The results are most useful for choosing simulation environment for their particular research and applications which was based on performance of mobile ad-hoc networks
Keywords:	Mobile ad-hoc networks, node placement, scalability, DYMO, QOS
Source:	Journal of Theoretical and Applied Information Technology 20^th November 2014 -- Vol. 69. No. 2 -- 2014
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Title:	POWER FACTOR IMPROVEMENT IN SINGLE PHASE DC MOTOR DRIVE USING DOUBLE SIDED PWM SWITCHING
Author:	P.KARPAGAVALLI , Dr. A. EBENEZER JEYAKUMAR
Abstract:	This paper presents power factor correction by interleaved dual boost converter fed DC Motor through full bridge DC-DC converter with unipolar voltage switching technique. The proposed topologies are designed to achieve unity power factor with average current mode controller PID based double sided PWM switching(DSPWMS) and it is a simple and effective manner which creates reduced total harmonic distortion in AC input line current. Simulation results with dual boost converter there is shows an improvement in power factor and THD and also improvement in DC motor performance .The entire system simulation work is carried out using MATLAB/SIMULINK environment .
Keywords:	Interleaved Dual Boost Converter, PID Controller, Average Current Mode Control, Double Sided PWM Latched Switching, THD.
Source:	Journal of Theoretical and Applied Information Technology 20^th November 2014 -- Vol. 69. No. 2 -- 2014
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Title:	THE IMPACT OF INFORMATION ON JOB OUTCOMES
Author:	A.HAMEED, IZZELDIN I.MOHD, ALI OUDAH
Abstract:	This article examines the effects of two Information and Communication Technology (ICT) related factors, ICT utilization and perceived ease of ICT usage, on two job outcomes, job satisfaction and work effectiveness. On a theoretical basis, the author proposed that these effects could be mediated by knowledge sharing. A total of 246 usable responses from full-time employees working in Iraq were analyzed using hierarchical regression analyses, which were furthered confirmed by Sobel test and bootstrap-based PROCESS analysis. Results showed that both job satisfaction and work effectiveness were positively related to ICT utilization and perceived ease of ICT usage. Employees’ knowledge sharing orientation significantly mediated the relationships of job satisfaction with ICT utilization and ease of ICT usage, as well as the relationships of work effectiveness with these two factors. The present study provides further understanding of the mechanism underlying the influences of ICT on employee workplace issues.
Keywords:	Knowledge Sharing, Job Satisfaction, Work Effectiveness, Mediator
Source:	Journal of Theoretical and Applied Information Technology 20^th November 2014 -- Vol. 69. No. 2 -- 2014
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Title:	MULTIOBJECTIVE BUILT IN SELF REPAIR ALGORITHM WITH MULTIPLE FAULT DETECTION FOR RECONFIGURABLE SYSTEMS
Author:	PRADEEP C, R. RADHAKRISHNAN, NEENA BABY, PHILIP SAMUEL
Abstract:	Field Programmable Gate Arrays (FPGAs) are widely used in reliability-critical applications due to their reconfiguration ability. The emergence of partial reconfiguration in FPGAs has made it possible to incorporate fault tolerance into systems more easily. Fault tolerance includes fault detection and fault recovery. This paper presents the investigation of a fault detection and repair algorithm. Currently available self-repair algorithm makes use of large number of spare cells to achieve good fault coverage.This limitation is overcomed by the proposed algorithm, MORe which satisfies multiple objectives such as less area, minimum routing overhead and multiple fault detection capability.The MORe algorithm is demonstrated and compared with the other two existing algorithms using Matlab.
Keywords:	Field Programmable Gate Arrays (FPGAs), Fault Recovery, Self-repair, Transient fault, Permanent fault, Spare cell.
Source:	Journal of Theoretical and Applied Information Technology 20^th November 2014 -- Vol. 69. No. 2 -- 2014
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Title:	QOS BASED HYBRID SWARM INTELLIGENT INTRUSION DETECTION SYSTEM FOR NETWORK SECURITY
Author:	E.BHARATHI1 Dr.A.MARIMUTHU
Abstract:	Intrusion detection system plays a vital role in system security which operates data in real time that may leads to dimensionality problem. As the number and size of the Network and Internet traffic increase and the need for the intrusion detection grows in step to reduce the overhead required for the intrusion detection and diagnosis, it has made public servers increasingly vulnerable to unauthorized accesses and incursion of intrusions. However, detecting the new type of attacks on a network system is a very difficult problem from the perspective of the classification mechanism of IDS. This research work presents swarm intelligence based approach for IDS to solve the QoS multicast routing problem of the entire network. In this paper, the Artificial Bee Colony operators are integrated with Genetic Algorithm (GA) where the employed Bees, Onlooker Bees and Scout Bees are there to improve the solution space named as Artificial Bee Genetic Colony Algorithm (ABGCA). Whereas Genetic algorithms belong to evolutionary algorithms, which produce solutions to optimization problems by means of approaches motivated by natural evolution. Artificial Bee Colony (ABC) is an algorithm derived from the intelligent actions of honey bee swarm. In the proposed approach, the operators of ABC are integrated with GA for local search strategy. In order to improve the overall performance of the system, hybrid swarm intelligence techniques can be used in IDS. The simulation results show that this algorithm has fast convergence and it improves the network security of the system.
Keywords:	Quality of Service; Intrusion detection system; Multicast routing; Artificial bee colony; Genetic Algorithm.
Source:	Journal of Theoretical and Applied Information Technology 20^th November 2014 -- Vol. 69. No. 2 -- 2014
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Title:	INTELLIGENT PREDICTION AND PREVENTION OF VEHICLE ROLLOVER USING FLQG REGULATOR
Author:	BINDA.M.B, DR.M.RAJARAM
Abstract:	In this paper, we present a novel methodology for predicting and prevention of vehicle rollover model and control strategies which is suitable for preventing the untripped rollovers that was to be caused in vehicle. For vehicles that are deemed to be susceptible to wheel-lift off, various control strategies are implemented by earlier researchers. In this work, we propose a method for rollover prediction and prevention based on the combination of fuzzy logic with Gaussian controller which does not require such accurate contact information. The validity of the proposed methodology is proved, and it is used to realize rollover prediction and prevention in the direction of the roll. The primary assumption in this implementation is that the vehicle is equipped with a conventional fuzzy based controller system.
Keywords:	Rollover, Ga Tuned Pid Controller, Pid Controller
Source:	Journal of Theoretical and Applied Information Technology 20^th November 2014 -- Vol. 69. No. 2 -- 2014
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Title:	ENERGY EFFICIENT CLUSTERING PROTOCOL FOR COLLECTING DATA IN WIRELESS SENSOR NETWORK
Author:	L.SUJIHELEN, C. JAYAKUMAR
Abstract:	Wireless Sensor Network (WSN) is used for collecting the information from the environment. WSN consists of a large number of Sensor Nodes (SN). Each Sensor Nodes in the network are connected by a wireless Channels. All the real time applications of Wireless Sensor Network (WSN) need energy. The nodes in the Wireless sensor networks are battery driven. There are some techniques such as clustering and data aggregation is used for energy efficiency. In the existing Energy Efficient Clustering to Enhanced Lifetime (EECPL) protocol, the reduction in the energy consumption is accomplished by performing data aggregation in the Cluster Members rather than Cluster Heads. Further, ring topology is adopted, in order to enable load balancing in the network. However, it is observed that the delay involved in data transmission is increased which makes it unsuitable for real-time application. In this paper, an Energy Efficient Clustering Protocol is proposed to reduce without compromising Network lifetime. The proposed protocol is compared with the existing EECPL protocol. The performance metrics considered for comparison are average end to end delay, the average energy consumption and network lifetime. NS2 simulation tool is used for the implementation. The proposed protocol outperforms the existing EECPL protocol.
Keywords:	Energy Efficient Clustering to Enhanced Lifetime protocol, Cluster Head, Data aggregation, Cluster Member.
Source:	Journal of Theoretical and Applied Information Technology 20^th November 2014 -- Vol. 69. No. 2 -- 2014
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Title:	EFFICIENT MULTICAST DATA REPLICATION APPROACH FOR POWER CONSUMPTION IN MANET
Author:	T.KARTHIKEYAN, DR.A.RAJARAM
Abstract:	Mobile Ad hoc Network (MANET) consists of mobile nodes. Nodes are connected without any infrastructure. MANET ensures that lack of infrastructure, self organization and no access point. Mobile nodes are sharing their data whenever and wherever it’s needed. To maintain the effective data sharing, the data replication technique is needed. The main aim of the research work is to develop the data replication algorithm based on multicasting, data access method and power consumption in order to provide the minimum power consumption and high data availability rate in the network. Due to the presence of the network partition, mobile nodes in one partition are not able to access the data hosted by nodes in the other partition. So the performance of data access is degraded. Existing methods aims at balancing trade-off between energy consumption, data availability and delay. In proposed method we are focussing on balancing between data accessibility, power consumption and data availability ratio. In first phase, the multicast approach is proposed to achieve higher data availability. In second phase, the data replication procedure is proposed to ensure the higher data replication rate. In third phase, the data accessibility method ensures the more data accessibility rate. In fourth phase the power consumption procedure to ensure minimum transmission and reception power. By simulation results show that the proposed scheme achieves better performance than the existing methods like DAFN and OTOO.
Keywords:	MANET, Power Consumption, Data Accessibility, End To End Delay, Overhead, Network Lifetime, Network Partition And Data Replication Procedure.
Source:	Journal of Theoretical and Applied Information Technology 20^th November 2014 -- Vol. 69. No. 2 -- 2014
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Title:	EFFICIENT POSITION BASED PACKET FORWARDING PROTOCOL FOR WIRELESS SENSOR NETWORKS
Author:	B.ANITHA, DR.A.RAJARAM
Abstract:	In Wireless Sensor Networks, sensor nodes are controlled by either base station or without bases station. In our scheme, the sensor nodes are not depends on the base station. Once the sensor node sent a packet to the destination node, the residual energy is calculated through the multipath routing approach. In this research work, an Efficient Position based Packet Forwarding Protocol (EPPFP) to increase packet delivery rate based on the position of sensor nodes. It consists of three phases. In first phase, multipath routing is implemented based on link with high packet forwarding capacity. In second phase, packet forwarding scheme is implemented to achieve high packet delivery rate and to schedule the packet transmissions to multiple packet forwarders. In third phase, packet forwarding verification is proposed to verify whether or not packets are successfully forwarded. Based on simulation results, the proposed EPPFP achieves high delivery ratio, increased network lifetime, less delay, minimum overhead and energy consumption in terms of mobility, time and number of nodes than existing schemes namely.
Keywords:	Packet forwarding, Packet verification, Network lifetime, End to End delay, Mobility, Communication Overhead, Energy Consumption, Packet Delivery ratio and pause time.
Source:	Journal of Theoretical and Applied Information Technology 20^th November 2014 -- Vol. 69. No. 2 -- 2014
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Title:	REMOVAL OF DIFFERENT TYPES OF ARTIFACTS AND IMPULSE NOISE IN GRAY SCALE IMAGES
Author:	S.SURESH KUMAR, DR. H. MANGALAM
Abstract:	An adaptive based artifacts removal algorithm is proposed for removal of blocking artifacts, strip lines, drop lines, blotches and impulses in images. The algorithm detects noise variance level and then proper method is selected depending upon the variance. The algorithm changes the maximum size of window during the filtering operation depending on noise level. The output of the filter is a particular value which replaces the current pixel value at that point on which the value is centered at that time. Thus window size is automatically modified based on the density of noise in the image. It replaces a number of independent algorithms required for removal of blocking and other different artifacts and gives better result. The performance of the algorithm is evaluated in terms of Mean Square Error (MSE), Peak Signal to Noise Ratio (PSNR), Correlation, Feature Similarity (FSIM), Mean Structural Similarity (MSSIM) and Visual signal-to-noise ratio (VSNR). The computation time is compared with other algorithms that already exist.
Keywords:	Strip Lines, Blotches, Blocking Artifacts, Noise Variance, Adaptive Based Artifact Removal Algorithm, Feature Similarity.
Source:	Journal of Theoretical and Applied Information Technology 20^th November 2014 -- Vol. 69. No. 2 -- 2014
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Title:	DETERMINING SOFTWARE MAINTAINABILITY OF JAVA INTERFACES USING QUANTITATIVE APPROACH
Author:	N.BASKAR, A.V.RAMANI
Abstract:	Software maintainability is one important aspect in the evolution of a software product. Several coupling measures have been introduced to identify and measure the design complexity of an object oriented (OO) systems. The coupling metrics proposed in this paper recognizes the complexity between inheritance and interface programming. This paper presents measurements of Coupling between Object (CBO) in object oriented programming. The metric values of class and interface inheritance diagrams have been compared to prove whether maintainability is improved to use and beneficial for the software developers.
Keywords:	Software Maintainability, Software Metrics, Object Oriented Systems, Interface, Coupling, Java
Source:	Journal of Theoretical and Applied Information Technology 20^th November 2014 -- Vol. 69. No. 2 -- 2014
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Title:	PROPERTY BASED DYNAMIC SLICING OF OBJECT ORIENTED PROGRAMS
Author:	SANTOSH KUMAR PANI, G.B.MUND
Abstract:	Slicing is the process of extracting the statements of a program affecting a given computation.In contrast to static slices, Dynamic slices are smaller in size as they extract statements for a given execution of a program and helps in interactive applications like debugging and testing. From last three decades, many algorithms have been designed to slice a program with respect to the syntax of the program. Traditional bulky Syntax based slices for program variables used at many places in a program are generally large even for dynamic slices. Most of the semantics based slicing algorithms extract slices by storing an execution trace of a program. To the best of our knowledge generating dynamic slices based on abstract/concrete properties of program variables is scarcely reported in literature. We present here an algorithm for generating dynamic syntax based as well as property slices of object oriented programs addressing all key object oriented features.
Keywords:	Dynamic slice, ReferenceSet, Property based Slice, Polymerphism, Abstract state.
Source:	Journal of Theoretical and Applied Information Technology 20^th November 2014 -- Vol. 69. No. 2 -- 2014
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Title:	FOREGROUND OBJECT EXTRACTION USING FUZZY C MEANS WITH BIT-PLANE SLICING AND OPTICAL FLOW
Author:	SIVAGAMI.M , REVATHI.T , JEGANATHAN.L
Abstract:	This paper address the problem of extracting the foreground objects.We proposed a novel technique for foreground object extraction using Fuzzy-c-means with Bit-plane slicing and optical flow. Modeling the background is a challenging task in foreground extraction. Before modeling the adaptive background image, the image is processed by Lab color model and Bit-plane slicing. Then the frame is modeled as a background using Fuzzy C - means algorithm with threshold.The foreground is extracted based on this model. The background model is updated at regular intervals of time. At last, the optical flow is applied to the foreground extracted image to eliminate the errors caused due to the movement of background object such as tree leaves, etc. The videos are taken from the weizmann dataset and examined for this method. This method yields better results than the previous algorithms with respect to memory consumption and quality of the extracted image.
Keywords:	Foreground extraction, Fuzzy C-Means, optical flow, GMM, K-means, Bit-Plane Slicing.
Source:	Journal of Theoretical and Applied Information Technology 20^th November 2014 -- Vol. 69. No. 2 -- 2014
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Title:	3D MODELING AND SIMULATION OF ALGAE FOR SIMULATOR VEHICLES AND UNDERWATER ENVIRONMENT
Author:	DUDDY SOEGIARTO
Abstract:	Research in the field of modeling and simulation of underwater environment is to study the behavior of the environment and biota in the form a unified function and behavior in a marine ecosystem. Modeling and simulation in this study the main objective is to support the manufacture of vehicle simulators and the underwater environment by making the modeling and simulation of marine plants, especially algae. Modeling and simulation is performed using the laws of physics to simulate the motion behavior of marine algae as a result of the dynamics of water in the form of hydrodynamics and thermodynamics, or both. In this research, modeling is used to provide a descriptive overview of the structure of the handle while the laws of physics-dynamics for dynamic simulation. Implementation process modeling and simulation is done by using the method of l-systems and OpenGL. Modeling and simulation using the method of L-system and OpenGL in this study resulted in the visualization of structures and simulation algae under the sea.
Keywords:	Modeling, Simulation, Algae, L-system, OpenGL
Source:	Journal of Theoretical and Applied Information Technology 20^th November 2014 -- Vol. 69. No. 2 -- 2014
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Title:	INTERACTIVE HIGH QUALITY VIDEO STREAMING VIA COEQUAL SUPPORT VIDEO TRANSCODER
Author:	S.VETRIVEL, DR. G. ATHISHA
Abstract:	The most challenging problem in video transcoding is to determine the spatial resolution, given a target bit rate. The spatial resolution (i.e., frame size), chronological resolution (i.e., frame rate), and amplitude (i.e., SNR) are classically excluded during the quantization step size (QS) to code the video. In video streaming, similar video is regularly requested by receivers at different sustainable receiving rates. Research works on Distortion-Quantization (D-Q) and Distortion-Rate (D-R) model was developed to enhance the source model using two-pass rate control method. D-Q and D-R model for H.264 variable bit rate coding does not provide constant video quality provided with the target rate constraint in practical video coding systems. On the other hand, the frame rate and quantization on the bit rate (QBR) provided rate constraint efficiently and effectively on both the sides of the encoder and decoder. The receiver solves the problem related to rate-constrained SVC adaptation by assuming spatial resolution with irregular perceptual video quality as output. To maintain the quality of video in a constant manner, Coequal Support Video Transcoding (CSVT) technique is developed. Coequal Support Video Transcoding enables effective transcoding in overlay streaming with constant video quality. First, CSVT leverages active co-equal cooperation without demanding infrastructure support such as a transcoding server. Second, as transcoding is computationally extreme with different types of devices used by participating nodes with minimal computing power and related resources such as bandwidth, an additional overlay called Meta-Video transcoding approach is also constructed in CSVT. The Meta-Video transcoding approach in CSVT instantly share the intermediate transcoding to minimize the total computing overhead .Experimental results collected within a realistically simulated test bed measures the factors such as video quality, PSNR rate, CPU overhead, processing time, bit rate and transmission cost.
Keywords:	Video Transcoding, Infrastructure Support, Frame Rate, Quantization on Bit Rate, Overlay Streaming, Distortion-Quantization, Metadata Overlay
Source:	Journal of Theoretical and Applied Information Technology 20^th November 2014 -- Vol. 69. No. 2 -- 2014
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Title:	ENHANCED KERBEROS AUTHENTICATION FOR DISTRIBUTED ENVIRONMENT
Author:	A. JESUDOSS , N.P. SUBRAMANIAM
Abstract:	This paper aims to provide a unique and enhanced authentication model based on Kerberos environment. With this, it provides a hack-proof authentication system and protects the Kerberos environment from password-guessing attack and replay attack. Traditionally, the banking and financial institutions sends OTP to the client mobile. When it is hacked, the identity can be compromised. Using the proposed authentication model, even when the nonce value or the OTP is hacked, the identity cannot be compromised. This paper insists the need for an additional Session Key and a nonce to be used between the Authentication Server (AS) and Client i.e. Alice. This helps to make the security stronger. Kerberos environment is prone for replay attack and password-guessing attack and hence this security model helps Kerberos environment to prevent such attacks.
Keywords:	Authentication, Kerberos, KDC, Secret key, Session Key, Replay Attack, Password-Guessing Attack.
Source:	Journal of Theoretical and Applied Information Technology 20^th November 2014 -- Vol. 69. No. 2 -- 2014
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Title:	ENERGY EFFICIENT RECLUSTERING ALGORITHM FOR HETEROGENEOUS WIRELESS SENSOR NETWORKS
Author:	C.P. SUBHA , Dr. S.MALARKKAN
Abstract:	Wireless sensor networks are composed of a large number of sensor nodes with limited energy resources. One critical issue in wireless sensor networks is how to gather sensed information in an energy efficient way since the energy is limited. The clustering algorithm is a technique used to reduce energy consumption. It can improve the scalability and lifetime of wireless sensor network. In this paper, we introduce an adaptive clustering protocol for wireless sensor networks, which is called Adaptive Decentralized Re-Clustering Heterogeneous Protocol (ADRHP) for Wireless Sensor Networks. In ADRHP, the cluster heads and next heads are elected based on residual energy of each node and the average energy of each cluster. Clustering has been well received as an effective way to reduce the energy consumption of a wireless sensor network. Clustering is defined as the process of choosing a set of wireless sensor nodes to be cluster heads for a given wireless sensor network. Therefore, data traffic generated at each sensor node can be sent via cluster heads to the base station. We introduce ADRHP, for electing cluster heads and next heads in wireless sensor networks. The selection of cluster heads and next heads are weighted by the remaining energy of sensor nodes and the average energy of each cluster. ADRHP is an adaptive clustering protocol; cluster heads rotate over time to balance the energy dissipation of sensor nodes.The simulation results show that ADRHP achieves longer lifetime and more data messages transmissions than current neural network based clustering protocols in wireless sensor networks.
Keywords:	REBCS, ADRHP,RECLUSTERING.
Source:	Journal of Theoretical and Applied Information Technology 20^th November 2014 -- Vol. 69. No. 2 -- 2014
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Title:	TRACKING PERFORMANCES OF A HOT AIR BLOWER SYSTEM USING DIFFERENT TYPES OF CONTROLLERS
Author:	SITI FATIMAH SULAIMAN, KHAIRUDDIN OSMAN, MOHD FUA’AD RAHMAT, AMAR FAIZ ZAINAL ABIDIN, ISMAIL MOHD KHAIRUDDIN
Abstract:	System modeling is an important task to develop a mathematical model that describes the dynamics of a system. The scope for this work consists of modeling and controller design for a particular system. A heating and ventilation model is the system to be modeled and will be perturbed by pseudo random binary sequences (PRBS) signal. Parametric approach using AutoRegressive with Exogenous input (ARX) model structure will be used to estimate the mathematical model or approximated model plant. In this work, the approximated plant model is estimated using System Identification approach. Once the mathematical model is obtained, several controllers such as Self-Tuning Pole Assignment controller, Proportional-Integral-Derivative (PID) controller, and Generalized Minimum Variance (GMV) controller are designed and simulated in MATLAB. Finally, a comparative study based on simulation is analyzed and discussed in order to identify which controller deliver better performance in terms of the system’s tracking performances. It is found from a simulation done that a Self-Tuning Pole Assignment Servo-Regulator controller with a small value of pole give a best performance in term of its ability to eliminate error (%e_ss) and produce zero percentage of overshoot (%OS), while GMV controller using PSO tuning method offers a fast rise-time (T_r), settling time (T_s), and also its ability in eliminating (%e_ss).
Keywords:	Hot Air Blower System, System Modeling, System Identification, ARX Model, Controllers
Source:	Journal of Theoretical and Applied Information Technology 20^th November 2014 -- Vol. 69. No. 2 -- 2014
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Title:	A NOVEL APPROACH TO ENHANCE THE QUALITY OF AOMDV ROUTING PROTOCOL FOR MOBILE AD HOC NETWORKS
Author:	P.PERIYASAMY, E.KARTHIKEYAN
Abstract:	Since the AOMDV routing protocol selects multiple node disjoint paths based on minimal hop count, the link failures and route breaks occurred in highly dynamic ad hoc networks. For eliminating such problems, we proposed a novel link quality based multipath routing protocol called Link Quality Based Multipath Routing (LQBMR) protocol which is the extension of a well known AOMDV routing protocol. The proposed protocol finds multiple link reliable paths using Path-Link Quality Estimator (P-LQE) such as Cumulative Expected Transmission Count (CETX). The LQBMR protocol uses only CETX instead of hop count as path metric for determining more link reliable paths between any source and destination pair for data transmission. We have evaluated the performance of LQBMR protocol using NS 2.34 and compared it with AOMDV routing protocol. The LQBMR protocol reduces the routing overhead, packet loss ratio, normalized routing overhead and energy consumption. It also increases the packet delivery ratio and throughput. From the simulation results, it is found that the LQBMR protocol has performed better than AOMDV routing protocol.
Keywords:	Mobile Ad Hoc Networks, Multipath Routing, Packet Delivery Ratio, Throughput, Average End To End Delay, Normalized Routing Overhead, AOMDV And Link Quality Estimator.
Source:	Journal of Theoretical and Applied Information Technology 20^th November 2014 -- Vol. 69. No. 2 -- 2014
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Title:	ALGORITHMS FOR DATA ANALYSIS AND DETECTION OF CHANGES IN THE SECURITY LEVEL OF DATA TRANSMISSION IN WIRELESS NETWORKS
Author:	D.M. MIKHAYLOV, A.V. ZUYKOV, M.I. FROIMSON, A.V. STARIKOVSKIY, S.M. KHARKOV
Abstract:	Personal mobile devices with growing functionality have become an integral part of people`s life influencing complexity of modern mobile networks with increasing number of users and base stations. Mobile phones and networks are not sufficiently protected as conventional systems do not provide an effective means for dealing with existing security problems. This paper addresses the issue of data security transmitted in wireless networks. The main attention is paid to detection of un-trusted base station primarily based on accessible software-defined radio modules. Authors provide the description of data analysis system for wireless networks comprising three modules: wireless cellular connections quality and mobile device condition control module; wireless connection authentication and security control module; wireless Wi-Fi connections authentication module, as well as detection algorithm of untrusted base stations. The article also provides the information about the experiments carried out and points out shortcomings of the current version of the proposed algorithms. The testing experiments and further improvements are underway to increase the system quality. It is planned to pay attention to the eavesdropping issue.
Keywords:	Data Security, Data Analysis, Untrusted Base Station Detection, Base Station, Wireless Network.
Source:	Journal of Theoretical and Applied Information Technology 20^th November 2014 -- Vol. 69. No. 2 -- 2014
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Title:	SPATIO-TEMPORAL SEGMENTATION AND CLASSIFICATION ON AERIAL DATA
Author:	Mr.K.PRAGADEESWARAN , Dr.A.SUBRAMANI
Abstract:	Classification is one of the standard problems in data mining with a set of training data. Each set has data points and being signified by a feature vector, the significant task to be performed is to algorithmically build a model that measures the class label of an unseen test attribute based on the attribute feature vector. Adaptive Cluster Distance Bounding for High-Dimensional Indexing based on separating hyper plane boundaries of Voronoi clusters develops inter-dimensional correlations. Indexing real high-dimensional data sets focus on the clustering paradigm for search and retrieval but overlapping occurs while using the features of temporal and spatio-temporal data on aerial types of data. The goal is to develop a method which segment the heterogeneous data points in a significant manner, spatiotemporally localize instances of activities in a sequence way and remove overlapping using the seeds. To start with, initially the focal point is obtained by classifying the temporal data using the Spatial-Temporal Segmentation Modeling (SSM) method. SSM then uses individual feature as a seed in order to expand the spatiotemporal specificity on aerial data. SSM ensembles by sampling individual features as seeds by subsequently taking into account their nearest neighbors and further segments heterogeneity data points correspondences according to the coherence value. Finally, the points having significant degree of overlap is discarded that overlap with the temporal and spatio-temporal data. With this lenses dataset extracted from UCI repository, SSM compute the features that are related to spatiotemporal configuration between the training and test sets. Experiments conducted prove the effectiveness of the method and it further shows that the proposed spatio-temporal segmentation algorithm leverages the classification pattern to reduce the average execution time by increasing the micro averaged accuracy efficiently and effectively.
Keywords:	Spatial-Temporal Segmentation Modeling, Classification, Nearest Neighbor, Heterogeneity Data Points, Degree of overlap, Coherence.
Source:	Journal of Theoretical and Applied Information Technology 20^th November 2014 -- Vol. 69. No. 2 -- 2014
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